Bolukbasi, Tolga, Kai-Wei Chang, James Y. Zou, Venkatesh Saligrama, and Adam Kalai. 2016.
“Man Is to Computer Programmer as Woman Is to Homemaker? Debiasing Word Embeddings.” CoRR abs/1607.06520. http://arxiv.org/abs/1607.06520.
Conneau, Alexis, Guillaume Lample, Marc’Aurelio Ranzato, Ludovic Denoyer, and Hervé Jégou. 2017.
“Word Translation Without Parallel Data.” CoRR abs/1710.04087. http://arxiv.org/abs/1710.04087.
Devlin, Jacob, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018.
“
BERT: Pre-Training of Deep Bidirectional Transformers for Language Understanding.” CoRR abs/1810.04805. http://arxiv.org/abs/1810.04805.
Jakubowski, Alexander, Milica Gasic, and Marcus Zibrowius. 2020.
“Topology of Word Embeddings: Singularities Reflect Polysemy.” In Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 103–13. https://arxiv.org/abs/2011.09413.
Jurafsky, Daniel, and James H. Martin. 2009. Speech and Language Processing. MIT Press.
Khrulkov, Valentin, Leyla Mirvakhabova, Evgeniya Ustinova, Ivan V. Oseledets, and Victor S. Lempitsky. 2019.
“Hyperbolic Image Embeddings.” CoRR abs/1904.02239. http://arxiv.org/abs/1904.02239.
Luong, Minh-Thang, Hieu Pham, and Christopher D. Manning. 2015.
“Bilingual Word Representations with Monolingual Quality in Mind.” In NAACL Workshop on Vector Space Modeling for NLP. Denver, United States.
Mikolov, Tomás, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013.
“Efficient Estimation of Word Representations in Vector Space.” In 1st International Conference on Learning Representations,
ICLR 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings, edited by Yoshua Bengio and Yann LeCun. http://arxiv.org/abs/1301.3781.
Mikolov, Tomás, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013.
“Distributed Representations of Words and Phrases and Their Compositionality.” CoRR abs/1310.4546. http://arxiv.org/abs/1310.4546.
Nickel, Maximilian, and Douwe Kiela. 2017.
“Poincar
é Embeddings for Learning Hierarchical Representations.” CoRR abs/1705.08039. http://arxiv.org/abs/1705.08039.
Tifrea, Alexandru, Gary Bécigneul, and Octavian-Eugen Ganea. 2018.
“Poincar
é GloVe: Hyperbolic Word Embeddings.” CoRR abs/1810.06546. http://arxiv.org/abs/1810.06546.
Vaswani, Ashish, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017.
“Attention Is All You Need.” CoRR abs/1706.03762. http://arxiv.org/abs/1706.03762.
Yu, Liang-Chih, Jin Wang, K. Robert Lai, and Xuejie Zhang. 2017.
“Refining Word Embeddings for Sentiment Analysis.” In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 534–39. Copenhagen, Denmark: Association for Computational Linguistics. https://doi.org/10.18653/v1/D17-1056.